Skip to main content
Fachgebiete
Automobil + Motoren Bauwesen + Immobilien Business IT + Informatik Elektrotechnik + Elektronik Energie + Nachhaltigkeit Finance + Banking Management + Führung Marketing + Vertrieb Maschinenbau + Werkstoffe Versicherung + Risiko
DE
EN
Bücher
Zeitschriften
Themenseiten
Organisationspsychologie Projektmanagement Marketing Smart Manufacturing
Weitere Formate
Podcasts Webinare Technik Webinare Wirtschaft Kongresse Veranstaltungskalender Awards
Jetzt Einzelzugang starten
Zugang für Unternehmen
Referenzkunden
SLX-Digitalkonferenz: Zukunftswerkstatt 2024

Mehr Umsatz mit Top-Kontakten

Am 7. Mai erfahren Sie, wie Vertriebsteams Leadgenerierung, Leadnurturing und Leadstrategien effizient steuern können.
Erweiterte Suche
Anmelden
nach oben
Metallurgical and Materials Transactions A
Erschienen in: Metallurgical and Materials Transactions A 6/2012

01.06.2012

Application of Finite Element Model and Artificial Neural Network in Characterization of Al Matrix Nanocomposites Using Various Training Algorithms

verfasst von: Mohsen Ostad Shabani, Ali Mazahery

Erschienen in: Metallurgical and Materials Transactions A | Ausgabe 6/2012

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

In this research, the effect of the volume fraction of the alumina nanoparticles on the mechanical properties of the Al-Si matrix composites was studied. The yield strength and tensile strength increase, but the elongation decreases with the increase in the volume fraction of the particles, indicating that increasing the volume fraction of the Al2O3 particles can improve the strength but degrade the plasticity of the composites. The mechanical properties modeling was carried out using an artificial neural network (ANN) and finite element model (FEM). The neural network was trained using different training algorithms, hidden layers, and neuron numbers in hidden layers in order to check the system accuracy of each training algorithm at the end of learning.
Vorheriger Artikel Texture Modification During Extrusion of Some Mg Alloys
Nächster Artikel Surface and Interface Energies of Complex Crystal Structure Aluminum Magnesium Alloys

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Jetzt informieren
Fußnoten
1
INSTRON is a trademark of Instron, Canton, MA.
 
Literatur
1.
M.O. Shabani and A. Mazahery: Appl. Math. Model., 2011, vol. 35, pp. 5707–13.CrossRef
2.
L. Ceschini, A. Morri, and G. Sambogna: J. Mater. Process. Technol., 2008, vol. 204, pp. 231–38.CrossRef
3.
E. de Freitas, M. Ferrante, C.T. Ruckert, and W.W. Bose Filho: Mater. Sci. Eng. A, 2008, vol. 479, pp. 171–80.
4.
N. Chomsaeng, M. Haruta, T. Chairuangsri, H. Kurata, S. Isoda, and M. Shiojiri: J. Alloy Compd., 2010, vol. 496, pp. 478–87.CrossRef
5.
Y.T. Zhao, S.L. Zhang, G. Chen, X.N. Cheng, and C.Q. Wang: Compos. Sci. Technol., 2008, vol. 68 pp. 1463–70.
6.
M.O. Shabani and A. Mazahery: J. Mater. Sci., 2011, vol. 46, pp. 6700–08.CrossRef
7.
S.F. Hassan and M. Gupta: Metall. Mater. Trans. A, 2005, vol. 36A, pp. 2253–58.CrossRef
8.
Z.Y. Ma, S.C. Tjong, and Y.L. Li: Compos. Sci. Technol., 1999, vol. 59, pp. 263–70.CrossRef
9.
H. Abdizadeh and H.R. Baharvandi: Mater. Sci. Eng. A, 2009, vol. 518, pp. 61–64.CrossRef
10.
J.B. Fogagnolo, M.H. Robert, and J.M. Torralba: Mater. Sci. Eng. A, 2006, vol. 426, pp. 85–94.CrossRef
11.
M. Khakbiz and F. Akhlaghi: J. Alloy Compd., 2009, vol. 479, pp. 334–41.CrossRef
12.
13.
A. Mazahery and M.O. Shabani: Russ. Metall. (Metally), 2011, pp. 699–707.
14.
T. Wen, L. Zhen-yu, W. Di, and W. Guo-dong: J. Iron Steel Res., 2009, vol. 16 (2), pp. 80–83.CrossRef
15.
Z. Sterjovski, D. Nolan, K.R. Carpenter, D.P. Dunne, and J. Norrish: J. Mater. Process. Technol., 2005 vol. 170, pp. 536–44.
16.
S.H. Mousavi Anijdan, A. Bahrami, H.R. Madaah Hosseini, and A. Shafyei: Mater. Des., 2006, vol. 27, pp. 605–09.
17.
M.O. Shabani and A. Mazahery: Int. J. Appl. Math. Mech., 2011, vol. 7, pp. 89–97.
18.
A. Mazahery and M.O. Shabani: Powder Technol., 2012, vol. 217, pp. 558–65.
19.
R.-C. Hwang, Y.-J. Chen, and H.-C. Huang: Expert Sys. Appl., 2010, vol. 37, pp. 3136–39.
20.
M.O. Shabani, M. Alizadeh, and A. Mazahery: Fatigue Fract. Eng. M., 2011, vol. 34, pp.1035–40.
21.
R. Hamzaoui, M. Cherigui, S. Guessasm, O. ElKedim, and N. Fenineche: Mater. Sci. Eng. B, 2009, vol. 163, pp. 17–21.CrossRef
22.
N.S. Reddy, A.K. Prasada Rao, M. Chakraborty, and B.S. Murty: Mater. Sci. Eng. A, 2005, vol. 391, pp. 131–40.
23.
M. Tatlier, H.K. Cigizoglu, and A.E. Enatalar: Comput. Chem. Eng., 2005, vol. 30, pp. 137–46.CrossRef
24.
F. Karimzadeh, A. Ebnonnasir, and A. Foroughi: Mater. Sci. Eng. A, 2006, vol. 432, pp. 184–90.CrossRef
25.
26.
A.M. Hassan, A. Alrashdan, M.T. Hayajneh, and A.T.I. Mayyas: J. Mater. Process. Technol., 2009, vol. 209, pp. 894–99.CrossRef
27.
S.K. Singh, K. Mahesh, and A.K. Gupta: Mater. Des., 2010, vol. 31, pp. 2288–95.CrossRef
28.
A. Mazahery and M. Ostadshabani: J. Compos. Mater., 2011, vol. 45, pp. 2579–86.CrossRef
29.
M. Habibnejad-Korayema, R. Mahmudia, and W.J. Pooleb: Mater. Sci. Eng. A, 2009, vol. 519, pp. 198–203.CrossRef
30.
M. Zamzam, D. Ros, and J. Grosch: Key Eng. Mater., 1993, vol. 79–80, pp. 235–46.CrossRef
31.
D.J. Lloyd and B. Chamberian: ASM, Metals Park, OH, 1988, pp. 263–69.
32.
M.O. Shabani and A. Mazahery: Synth. Met., 2011, vol. 161, pp. 1226–31.CrossRef
33.
S. Ray: in Porosity in Foundry Composites Prepared by Vortex Method, S.G. Fishman and A.K. Dhingra, eds., ASM/TMS, Warrendale, PA, 1988, pp. 77–80.
34.
W. Zhou and Z.M. Xu: J. Mater. Process. Technol., 1997, vol. 63 pp. 358–63.
35.
S.F. Hassan and M. Gupta: J. Mater. Sci., 2006, vol. 41, pp. 2229–36.CrossRef
36.
S.F. Hassan and M. Gupta: Mater. Sci. Eng. A, 2005, vol. 392 pp. 163–68.
37.
A. Mazahery and M.O. Shabani: J. Mater. Eng. Perform., 2012, vol. 21, pp. 247–52.
38.
K.M. Mussert, W.P. Vellinga, A. Bakker, and S. Van Der Zwaag: J. Mater. Sci., 2002, vol. 37, pp. 789–94.
39.
K. Akio, O. Atsushi, K. Toshiro, and T. Hiroyuki: J. Jpn. Inst. Light Met., 1999, vol. 49, pp. 149–54.CrossRef
40.
M.C. Watson and T.W. Cline: Acta Metall. Mater., 1992, vol. 40, pp. 135–40.
41.
K.R. Suresh, H.B. Niranjan, P.M. Jebaraj, and M.P. Chowdiah: 14th Int. Conf. on Wear of Materials, Aug.–Sept. 2003, p. 638.
42.
S.Y. Chang and A. Kamio: Metall. Mater. Int., 1998, vol. 4, pp. 39–45.
43.
D.P. Mondal, N.V. Ganesh, and V.S. Muneshwar: Mater. Sci. Eng., 2006, vol. 433, pp. 18–31.CrossRef
Metadaten
Titel
Application of Finite Element Model and Artificial Neural Network in Characterization of Al Matrix Nanocomposites Using Various Training Algorithms
verfasst von
Mohsen Ostad Shabani
Ali Mazahery
Publikationsdatum
01.06.2012
Verlag
Springer US
Erschienen in
Metallurgical and Materials Transactions A / Ausgabe 6/2012
Print ISSN: 1073-5623
Elektronische ISSN: 1543-1940
DOI
https://doi.org/10.1007/s11661-011-1040-1

Weitere Artikel der Ausgabe 6/2012

Metallurgical and Materials Transactions A 6/2012 Zur Ausgabe

OriginalPaper

Revisiting Stress Corrosion Cracking of Steel in Caustic Solutions for Developing Cracking Susceptibility Diagrams for Improved Applicability

OriginalPaper

Microstructures, Mechanical and Chemical Properties of TLP-Bonded Joints in a Duplex Stainless Steel with Amorphous Ni-Based Insert Alloys

OriginalPaper

Microstructural Study of the Phase Transformations Upon Cooling to Room Temperature of High Mn Steels

OriginalPaper

Texture and Microstructural Evolution in Pearlitic Steel During Triaxial Compression

OriginalPaper

Sensitization and Intergranular Corrosion Behavior of High Nitrogen Type 304LN Stainless Steels for Reprocessing and Waste Management Applications

OriginalPaper

Investigation of Ti Addition Effects on the Thickness of 55 pct Al-Zn-1.6 pct Si Coating by First-Principles Calculation

Premium Partner

    Marktübersichten

    Die im Laufe eines Jahres in der „adhäsion“ veröffentlichten Marktübersichten helfen Anwendern verschiedenster Branchen, sich einen gezielten Überblick über Lieferantenangebote zu verschaffen. 

    Zur Marktübersicht
    Bildnachweise